Implementation of steerable spatiotemporal image filters on the focal plane

被引:45
作者
Gruev, V [1 ]
Etienne-Cummings, R [1 ]
机构
[1] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING | 2002年 / 49卷 / 04期
基金
美国国家科学基金会;
关键词
focal plane processing; image processing chip; multiple-instruction multiple-date (MIMD) processors; spatiotemporal filters; vision chip;
D O I
10.1109/TCSII.2002.801211
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an architectural overview of a pseudogeneral image processor (GIP) chip for realizing steerable spatial and temporal filters at the focal-plane. The convolution of the image with programmable kernels is,realized with area-efficient and real-time circuits. The chip's architecture allows photoreceptor cells to be small and densely packed by performing all analog computations on the read-out, away from the array. The size, configuration, and coefficients of the kernels can be varied on the fly. In addition to the raw intensity image, the chip outputs four processed images in parallel. The convolution is implemented with a digitally programmable analog processor, resulting in very low-power consumption at high-computation rates. A 16 x 16 pixels prototype of the GIP has been fabricated in a standard 1.2-mum process and its spatiotemporal capabilities have been successfully tested. The chip exhibits 1 GOPS/mW (C) 20 kft/s while computing four spatiotemporal convolutions in parallel.
引用
收藏
页码:233 / 244
页数:12
相关论文
共 32 条
[1]  
ACKLAND B, 1996, P IEEE INT SOL STAT, P22
[2]   CURRENT-MODE SUBTHRESHOLD MOS CIRCUITS FOR ANALOG VLSI NEURAL SYSTEMS [J].
ANDREOU, AG ;
BOAHEN, KA ;
POULIQUEN, PO ;
PAVASOVIC, A ;
JENKINS, RE ;
STROHBEHN, K .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1991, 2 (02) :205-213
[3]  
[Anonymous], 1990, VLSI DESIGN TECHNIQU
[4]   A focal plane architecture for motion computation [J].
AriasEstrada, M ;
Tremblay, M ;
Poussart, D .
REAL-TIME IMAGING, 1996, 2 (06) :351-360
[5]  
Boahen K., 1999, P MICR GRAN SPAIN MA
[6]  
BOAHEN KA, 1992, ADV NEUR IN, V4, P764
[7]  
Campos-Ortega Jose A., 1994, Advances in Developmental Biology, V3, P1, DOI 10.1016/S1566-3116(08)60005-5
[8]  
CANNY JF, 1986, PAMI, V8, P6, DOI DOI 10.1109/TPAMI.1986.4767851
[9]  
CHO K, 1998, P IEEE INT JOINT C 1, P569
[10]   Mixed-signal VLSI architecture for real-time computer vision [J].
Dallaire, S ;
Tremblay, M ;
Poussart, D .
REAL-TIME IMAGING, 1997, 3 (05) :307-317